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• 2019

  A latent hawkes process model for event clustering and temporal dynamics learning with applications in GitHub

  Liu, S., Yao, S., Liu, D., Shao, H., Zhao, Y., Fu, X. & Abdelzaher, T., Jul 2019, Proceedings - 2019 39th IEEE International Conference on Distributed Computing Systems, ICDCS 2019. Institute of Electrical and Electronics Engineers Inc., p. 1275-1285 11 p. 8884839. (Proceedings - International Conference on Distributed Computing Systems; vol. 2019-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Anomaly detection
  • Sampling
  • Experiments

• A predictive self-configuring simulator for online media

  Yao, S., Hao, Y., Liu, D., Liu, S., Flamino, J., Shao, H., Wu, J., Bamba, M., Abdelzaher, T. & Szymanski, B., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1262-1273 12 p. 8632412. (Proceedings - Winter Simulation Conference; vol. 2018-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Simulator
  • Simulators
  • Object
  • Information Dissemination
  • Information dissemination

• A semi-supervised active-learning truth estimator for social networks

  Cui, H., Abdelzaher, T. & Kaplan, L., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 296-306 11 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Problem-Based Learning
  • Fabrication
  • Uncertainty

• Decision-driven scheduling

  Kim, J. E., Abdelzaher, T., Sha, L., Bar-Noy, A., Hobbs, R. L. & Dron, W., Jul 15 2019, In: Real-Time Systems. 55, 3, p. 514-551 38 p.

  Research output: Contribution to journal › Article › peer-review

  • Event-driven
  • Scheduling
  • Sensor
  • Internet of Things
  • Task Model

• Dependable machine intelligence at the tactical edge

  Misra, A., Jayarajah, K., Weerakoon, D., Tandriansyah, R., Yao, S. & Abdelzaher, T., 2019, Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications. Pham, T. (ed.). SPIE, 1100608. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11006).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • intelligence
  • Intelligence
  • Internet of things
  • Sensor
  • Resources

• Dynamic sensor selection for path coverage

  Shamoun, S., Abdelzaher, T. F. & Bar-Noy, A., Jan 4 2019, ICDCN 2019 - Proceedings of the 2019 International Conference on Distributed Computing and Networking. Association for Computing Machinery, p. 277-281 5 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sensors

• Edge-assisted detection and summarization of key global events from distributed crowd-sensed data

  Fahim, A., Neupane, A., Papalexakis, E., Kaplan, L., Krishnamurthy, S. V. & Abdelzaher, T., Jun 2019, Proceedings - 2019 IEEE International Conference on Cloud Engineering, IC2E 2019. Institute of Electrical and Electronics Engineers Inc., p. 76-85 10 p. 8789993. (Proceedings - 2019 IEEE International Conference on Cloud Engineering, IC2E 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Summarization
  • Bandwidth
  • Disasters
  • Repository
  • Disaster

• Eugene: Towards deep intelligence as a service

  Yao, S., Jayarajah, K., Misra, A., Abdelzaher, T., Hao, Y., Zhao, Y., Piao, A., Shao, H., Liu, D., Liu, S., Hu, S. & Weerakoon, D., Jul 2019, Proceedings - 2019 39th IEEE International Conference on Distributed Computing Systems, ICDCS 2019. Institute of Electrical and Electronics Engineers Inc., p. 1630-1640 11 p. 8884843. (Proceedings - International Conference on Distributed Computing Systems; vol. 2019-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep neural networks
  • Taxonomies
  • Internet of things
  • Scheduling

• GreenRoute: A Generalizable Fuel-Saving Vehicular Navigation Service

  Zhao, Y., Yao, S., Liu, D., Shao, H., Liu, S. & Abdelzaher, T., Jun 2019, Proceedings - 2019 IEEE International Conference on Autonomic Computing, ICAC 2019. Institute of Electrical and Electronics Engineers Inc., p. 1-10 10 p. 8831213. (Proceedings - 2019 IEEE International Conference on Autonomic Computing, ICAC 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Navigation
  • Fuel consumption
  • Costs
  • Traffic
  • Navigation systems

• Maximum gaps in path coverage

  Shamoun, S., Abdelzaher, T. & Bar-Noy, A., Nov 25 2019, MSWiM 2019 - Proceedings of the 22nd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems. Association for Computing Machinery, Inc, p. 109-112 4 p. (MSWiM 2019 - Proceedings of the 22nd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Coverage
  • Path
  • Sensor
  • Sensors
  • Knowledge

• Message from the general chair

  Abdelzaher, T., Nov 2019, In: Proceedings - 2019 IEEE 16th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2019. p. xii 9077397.

  Research output: Contribution to journal › Editorial › peer-review

• Multi-Domain Effects and the Internet of Battlefield Things

  Russell, S., Abdelzaher, T. & Suri, N., Nov 2019, MILCOM 2019 - 2019 IEEE Military Communications Conference. Institute of Electrical and Electronics Engineers Inc., 9020925. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2019-November).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Internet of things

• Multi-Domain Integration and Correlation Engine

  Dron, W., Hunter, A., Sydney, A., Pal, S., Hancock, J., Scott, L., Abdelzaher, T., Han, J., Adali, S. & Horne, B., Jan 2 2019, 2018 IEEE Military Communications Conference, MILCOM 2018. Institute of Electrical and Electronics Engineers Inc., p. 1074-1079 6 p. 8599706. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2019-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Engines
  • Sensor networks
  • Machine learning
  • Data reduction
  • Image sensors

• On Tracking Realistic Targets in a Megacity with Contested Domain Access

  Lee, J., Abdelzaher, T., Qiu, H., Govindan, R., Marcus, K., Hobbs, R., Suri, N. & Dron, W., Jan 2 2019, 2018 IEEE Military Communications Conference, MILCOM 2018. Institute of Electrical and Electronics Engineers Inc., p. 743-748 6 p. 8599773. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2019-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Target tracking
  • Cameras
  • Antennas
  • Data fusion
  • Sensors

• On urban event tracking from online media: A social cognition perspective

  Abdelzaher, T., Dec 2019, Proceedings - 2019 IEEE 1st International Conference on Cognitive Machine Intelligence, CogMI 2019. Institute of Electrical and Electronics Engineers Inc., p. 160-167 8 p. 8998989. (Proceedings - 2019 IEEE 1st International Conference on Cognitive Machine Intelligence, CogMI 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Mountings
  • Distillation
  • Democracy
  • Cognition
  • Information Services

• Pub/Sub-Sum: A Content Summarization Pub/Sub Protocol for Information-Centric Networks

  Lee, J., Hwang, S. M., Abdelzaher, T., Marcus, K. & Chan, K., Nov 2019, MILCOM 2019 - 2019 IEEE Military Communications Conference. Institute of Electrical and Electronics Engineers Inc., 9020777. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2019-November).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Network protocols
  • Testbeds
  • Redundancy
  • Semantics
  • Bandwidth

• SADeepSense: Self-Attention Deep Learning Framework for Heterogeneous On-Device Sensors in Internet of Things Applications

  Yao, S., Zhao, Y., Shao, H., Liu, D., Liu, S., Hao, Y., Piao, A., Hu, S., Lu, S. & Abdelzaher, T. F., Apr 2019, INFOCOM 2019 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., p. 1243-1251 9 p. 8737500. (Proceedings - IEEE INFOCOM; vol. 2019-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep learning
  • Internet of things
  • Sensors
  • Gesture recognition
  • Deep neural networks

• Scheduling shared data acquisition for real-time decision making

  Cheng, T. S. & Abdelzaher, T., Aug 2019, Proceedings - 2019 IEEE 25th International Conference on Embedded and Real-Time Computing Systems and Applications, RTCSA 2019. Institute of Electrical and Electronics Engineers Inc., 8864560. (Proceedings - 2019 IEEE 25th International Conference on Embedded and Real-Time Computing Systems and Applications, RTCSA 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • scheduling
  • decision making
  • data acquisition
  • Data acquisition
  • Decision making

• Simulation evaluation of fuel-saving systems in the city of Chicago

  Zhao, Y., Yao, S., Liu, D., Shao, H., Liu, S. & Abdelzaher, T., Jul 2019, ICCCN 2019 - 28th International Conference on Computer Communications and Networks. Institute of Electrical and Electronics Engineers Inc., 8846953. (Proceedings - International Conference on Computer Communications and Networks, ICCCN; vol. 2019-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Statistics
  • Experiments

• Stardust: A deep learning serving system in IoT: Demo abstract

  Yao, S., Wang, T., Li, J. & Abdelzaher, T., Nov 10 2019, SenSys 2019 - Proceedings of the 17th Conference on Embedded Networked Sensor Systems. Zhang, M. (ed.). Association for Computing Machinery, Inc, p. 402-403 2 p. (SenSys 2019 - Proceedings of the 17th Conference on Embedded Networked Sensor Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Learning systems
  • Deep learning
  • Internet of things
  • Neural networks
  • Deep neural networks

• STFNets: Learning sensing signals from the time-frequency perspective with short-time fourier neural networks

  Yao, S., Piao, A., Jiang, W., Zhao, Y., Shao, H., Liu, S., Liu, D., Li, J., Wang, T., Hu, S., Su, L., Han, J. & Abdelzaher, T., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 2192-2202 11 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Internet of things
  • Physics
  • Neural networks
  • Deep neural networks
  • Deep learning

• The age of social sensing

  Wang, D., Szymanski, B. K., Abdelzaher, T., Ji, H. & Kaplan, L., Jan 2019, Computer, 52, 1, p. 36-45 10 p.

  Research output: Contribution to specialist publication › Article

  Open Access

  • Lenses
  • Social sciences
  • Broadcasting
  • Computer science

• The Internet of Battlefield Things: The Next Generation of Command, Control, Communications and Intelligence (C3I) Decision-Making

  Russell, S. & Abdelzaher, T., Jan 2 2019, 2018 IEEE Military Communications Conference, MILCOM 2018. Institute of Electrical and Electronics Engineers Inc., p. 737-742 6 p. 8599853. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2019-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Internet of things
  • Decision making
  • Communication
  • Military operations

• Unsupervised Fact-finding with Multi-modal Data in Social Sensing

  Shao, H., Yao, S., Zhao, Y., Su, L., Wang, Z., Liu, D., Liu, S., Kaplan, L. & Abdelzaher, T., Jul 2019, FUSION 2019 - 22nd International Conference on Information Fusion. Institute of Electrical and Electronics Engineers Inc., 9011270. (FUSION 2019 - 22nd International Conference on Information Fusion).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Knobs
  • knobs
  • propagation
  • education
  • performance
• 2018

  A Command-by-Intent Architecture for Battlefield Information Acquisition Systems

  Lee, J., Hao, Y., Abdelzaher, T., Marcus, K. & Hobbs, R., Sep 5 2018, 2018 21st International Conference on Information Fusion, FUSION 2018. Institute of Electrical and Electronics Engineers Inc., p. 2298-2305 8 p. 8455376. (2018 21st International Conference on Information Fusion, FUSION 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • commands
  • Acquisition
  • Military operations
  • Information Acquisition
  • Architecture

• A Constrained Maximum Likelihood Estimator for Unguided Social Sensing

  Shao, H., Yao, S., Zhao, Y., Zhang, C., Han, J., Kaplan, L., Su, L. & Abdelzaher, T., Oct 8 2018, INFOCOM 2018 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., p. 2429-2437 9 p. 8486306. (Proceedings - IEEE INFOCOM; vol. 2018-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Maximum likelihood
  • Flavors
  • Set theory
  • Sensors

• ApDeepSense: Deep learning uncertainty estimation without the pain for IoT applications

  Yao, S., Zhao, Y., Shao, H., Zhang, C., Zhang, A., Liu, D., Liu, S., Su, L. & Abdelzaher, T., Jul 19 2018, Proceedings - 2018 IEEE 38th International Conference on Distributed Computing Systems, ICDCS 2018. Institute of Electrical and Electronics Engineers Inc., p. 334-343 10 p. (Proceedings - International Conference on Distributed Computing Systems; vol. 2018-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep learning
  • Internet of things
  • Uncertainty
  • Energy utilization
  • Neural networks

• Athena: Towards decision-centric anticipatory sensor information delivery^†

  Lee, J., Marcus, K., Abdelzaher, T., Amin, T. A., Bar-Noy, A., Dron, W., Govindan, R., Hobbs, R., Hu, S., Kim, J. E., Sha, L., Yao, S. & Zhao, Y., 2018, In: Journal of Sensor and Actuator Networks. 7, 1, 5.

  Research output: Contribution to journal › Article › peer-review

  • Sensor
  • delivery
  • Network protocols
  • sensors
  • Sensors

• CoDrive: Cooperative Driving Scheme for Vehicles in Urban Signalized Intersections

  Zhao, Y., Yao, S., Shao, H. & Abdelzaher, T., Aug 21 2018, Proceedings - 9th ACM/IEEE International Conference on Cyber-Physical Systems, ICCPS 2018. Institute of Electrical and Electronics Engineers Inc., p. 308-319 12 p. 8443744. (Proceedings - 9th ACM/IEEE International Conference on Cyber-Physical Systems, ICCPS 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Intersection
  • Timing
  • Fuel consumption
  • Evaluation
  • Incentives

• Deep Learning for the Internet of Things

  Yao, S., Zhao, Y., Zhang, A., Hu, S., Shao, H., Zhang, C., Su, L. & Abdelzaher, T., May 2018, Computer, 51, 5, p. 32-41 10 p.

  Research output: Contribution to specialist publication › Article

  • Deep learning
  • Internet of things

• FastDeepIoT: Towards understanding and optimizing neural network execution time on mobile and embedded devices

  Yao, S., Zhao, Y., Shao, H., Liu, S. Z., Liu, D., Su, L. & Abdelzaher, T., Nov 4 2018, SenSys 2018 - Proceedings of the 16th Conference on Embedded Networked Sensor Systems. Association for Computing Machinery, Inc, p. 278-291 14 p. (SenSys 2018 - Proceedings of the 16th Conference on Embedded Networked Sensor Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Mobile computing
  • Deep neural networks
  • Neural networks
  • Deep learning
  • Specifications

• Leveraging knowledge for path exposure

  Shamoun, S., Mei, J., Abdelzaher, T. F. & Bar-Noy, A., Oct 25 2018, Proceedings - 14th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2018. Institute of Electrical and Electronics Engineers Inc., p. 103-110 8 p. 8510966. (Proceedings - 14th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Shortest Path
  • Knowledge Level
  • Randomness
  • Sensor
  • Sensors

• Local algorithms for sensor selection

  Shamoun, S., Abdelzaher, T., Tu, T. & Bar-Noy, A., Oct 25 2018, PE-WASUN 2018 - Proceedings of the 15th ACM International Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, and Ubiquitous Networks. Association for Computing Machinery, Inc, p. 84-91 8 p. (PE-WASUN 2018 - Proceedings of the 15th ACM International Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, and Ubiquitous Networks).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sensors
  • Information use

• Message from the general co-chairs

  Abdelzaher, T. F. & Wu, T., Oct 9 2018, In: Proceedings - International Conference on Computer Communications and Networks, ICCCN. 2018-July, 8487304.

  Research output: Contribution to journal › Editorial › peer-review

• NEST: Efficient Transport of Data Summaries over Named Data Networks

  Khalil, K., Aqil, A., Krishnamurthy, S. V., Abdelzaher, T. & Kaplan, L., Jul 2 2018, 2018 IFIP Networking Conference IFIP Networking and Workshops, IFIP Networking 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 280-288 9 p. 8696427. (2018 IFIP Networking Conference IFIP Networking and Workshops, IFIP Networking 2018 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Preface to the Special Issue: Toward an Efficient and Effective Internet of Things for Cyber-Physical Systems (Part II)

  Zhao, W. & Abdelzaher, T., Jun 22 2018, In: ACM Transactions on Cyber-Physical Systems. 2, 3, 15.

  Research output: Contribution to journal › Editorial › peer-review

  Open Access

• QualityDeepSense: Quality-aware deep learning framework for internet of things applications with sensor-temporal attention

  Yao, S., Hu, S., Zhao, Y. & Abdelzaher, T., Jun 15 2018, EMDL 2018 - Proceedings of the 2018 International Workshop on Embedded and Mobile Deep Learning. Association for Computing Machinery, Inc, p. 42-47 6 p. (EMDL 2018 - Proceedings of the 2018 International Workshop on Embedded and Mobile Deep Learning).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep learning
  • Internet of things
  • Sensors
  • Deep neural networks

• Recursive truth estimation of time-varying sensing data from online open sources

  Cui, H., Abdelzaher, T. & Kaplan, L., Oct 25 2018, Proceedings - 14th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2018. Institute of Electrical and Electronics Engineers Inc., p. 25-34 10 p. 8510937. (Proceedings - 14th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Open Source
  • Ground state
  • Time-varying
  • Categorical Data
  • Copying

• Sensor selection for heterogeneous coverage measures

  Shamoun, S., Abdelzaher, T. & Bar-Noy, A., Jan 26 2018, Proceedings - 2017 13th International Conference on Distributed Computing in Sensor Systems, DCOSS 2017. Institute of Electrical and Electronics Engineers Inc., p. 93-98 6 p. (Proceedings - 2017 13th International Conference on Distributed Computing in Sensor Systems, DCOSS 2017; vol. 2018-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • air quality
  • sensors
  • Air quality
  • Coal mines
  • coal

• The event tracking dashboard: From multilingual social media feeds to event patterns and anomalies

  Giridhar, P., Lee, J., Abdelzaher, T. & Kaplan, L., Jan 1 2018, Next-Generation Analyst VI. Llinas, J. & Hanratty, T. P. (eds.). SPIE, 106530V. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10653).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Social Media
  • Anomaly
  • Disaster
  • disasters
  • Disasters

• Toward an Internet of Battlefield Things: A Resilience Perspective

  Abdelzaher, T., Ayanian, N., Basar, T., Diggavi, S., Diesner, J., Ganesan, D., Govindan, R., Jha, S., Lepoint, T., Marlin, B., Nahrstedt, K., Nicol, D., Rajkumar, R., Russell, S., Seshia, S., Sha, F., Shenoy, P., Srivastava, M., Sukhatme, G., Swami, A. & 4 others, Tabuada, P., Towsley, D., Vaidya, N. H. & Veeravalli, V., Nov 2018, Computer, 51, 11, p. 24-36 13 p.

  Research output: Contribution to specialist publication › Article

  • Internet of things
  • Cyber Physical System

• Towards quality aware information integration in distributed sensing systems

  Jiang, W., Miao, C., Su, L., Li, Q., Hu, S., Wang, S., Gao, J., Liu, H., Abdelzaher, T. F., Han, J., Liu, X., Gao, Y. & Kaplan, L., Jan 2018, In: IEEE Transactions on Parallel and Distributed Systems. 29, 1, p. 198-211 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Sensor nodes
  • Agglomeration
  • Labels
  • Decision making
  • Availability

• Will distributed computing revolutionize peace? the emergence of battlefield IoT

  Abdelzaher, T., Ayanian, N., Basar, T., Diggavi, S., Diesner, J., Ganesan, D., Govindan, R., Jha, S., Lepoint, T., Marlin, B., Nahrstedt, K., Nicol, D., Rajkumar, R., Russell, S., Seshia, S., Sha, F., Shenoy, P., Srivastava, M., Sukhatme, G., Swami, A. & 4 others, Tabuada, P., Towsley, D., Vaidya, N. & Veeravalli, V., Jul 19 2018, Proceedings - 2018 IEEE 38th International Conference on Distributed Computing Systems, ICDCS 2018. Institute of Electrical and Electronics Engineers Inc., p. 1129-1138 10 p. (Proceedings - International Conference on Distributed Computing Systems; vol. 2018-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Distributed computer systems
  • Internet of things
  • Military operations
  • Ecosystems
• 2017

  A schedulability test for software migration on multicore system

  Kim, J. E., Bradford, R., Abdelzaher, T. & Sha, L. R., May 11 2017, Proceedings of the 2017 Design, Automation and Test in Europe, DATE 2017. Institute of Electrical and Electronics Engineers Inc., p. 1261-1264 4 p. 7927184. (Proceedings of the 2017 Design, Automation and Test in Europe, DATE 2017).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Time division multiple access
  • Servers
  • Scheduling
  • Industry

• ClariSense+: An enhanced traffic anomaly explanation service using social network feeds

  Giridhar, P., Amin, M. T., Abdelzaher, T., Wang, D., Kaplan, L., George, J. & Ganti, R., Oct 2017, In: Pervasive and Mobile Computing. 41, p. 381-396 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Social Networks
  • Anomaly
  • Traffic
  • Sensors
  • Sensor

• CoType: Joint extraction of typed entities and relations with knowledge bases

  Ren, X., Wu, Z., He, W., Qu, M., Voss, C. R., Ji, H., Abdelzaher, T. F. & Han, J., Jan 1 2017, 26th International World Wide Web Conference, WWW 2017. International World Wide Web Conferences Steering Committee, p. 1015-1024 10 p. 3052708. (26th International World Wide Web Conference, WWW 2017).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Labels
  • Pipelines
  • Labeling
  • Experiments

• Decision-Driven Execution: A Distributed Resource Management Paradigm for the Age of IoT

  Abdelzaher, T., Amin, M. T. A., Bar-Noy, A., Dron, W., Govindan, R., Hobbs, R., Hu, S., Kim, J. E., Lee, J., Marcus, K., Yao, S. & Zhao, Y., Jul 13 2017, Proceedings - IEEE 37th International Conference on Distributed Computing Systems, ICDCS 2017. Lee, K. & Liu, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1825-1835 11 p. 7980121. (Proceedings - International Conference on Distributed Computing Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Internet of things
  • Decision making
  • Specifications
  • Costs

• DeepIoT: Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework

  Yao, S., Zhao, Y., Zhang, A., Su, L. & Abdelzaher, T., Nov 6 2017, SenSys 2017 - Proceedings of the 15th ACM Conference on Embedded Networked Sensor Systems. Eskicioglu, R. (ed.). Association for Computing Machinery, Inc, (SenSys 2017 - Proceedings of the 15th ACM Conference on Embedded Networked Sensor Systems; vol. 2017-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep neural networks
  • Compressors
  • Deep learning
  • Energy utilization
  • Neural networks

• DeepSense: A unified deep learning framework for time-series mobile sensing data processing

  Yao, S., Hu, S., Zhao, Y., Zhang, A. & Abdelzaher, T., Jan 1 2017, 26th International World Wide Web Conference, WWW 2017. International World Wide Web Conferences Steering Committee, p. 351-360 10 p. 3052577. (26th International World Wide Web Conference, WWW 2017).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep learning
  • Time series
  • Sensors
  • Magnetometers
  • Motion analysis

• Demo abstract: Event tracker using social networks

  Giridhar, P., Wang, S. & Abdelzaher, T., Apr 18 2017, Proceedings - 2017 IEEE/ACM 2nd International Conference on Internet-of-Things Design and Implementation, IoTDI 2017 (part of CPS Week). Association for Computing Machinery, Inc, p. 285-286 2 p. (Proceedings - 2017 IEEE/ACM 2nd International Conference on Internet-of-Things Design and Implementation, IoTDI 2017 (part of CPS Week)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution